Artificial Intelligence & Machine Learning
What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity?
Difficulty: Hard
About this MCQ
This Hard Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity?”
The accepted answer is C. Activation function. Activation function is the fact required by What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity option C Option A Convolutional Neural Network CNN does not match the stem it is a near-miss used to catch incomplete recall of Activation function Option B Feature machine learning does not match the stem it is a near-miss used to catch incomplete recall of Activation function Remaining alternatives Hyperparameter fall outside the same rule and should be eliminated once Activation function is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of this distinction is a regular item in FPSC PPSC NTS.
- A. Convolutional Neural Network (CNN)
Why not A: “Convolutional Neural Network (CNN)” is not correct. The accepted answer is C. Activation function. Activation function is the fact required by What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity option C Option A Conv
- B. Feature (machine learning)
Why not B: “Feature (machine learning)” is not correct. The accepted answer is C. Activation function. Activation function is the fact required by What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity option C Option A Conv
- C. Activation function ✓
- D. Hyperparameter
Why not D: “Hyperparameter” is not correct. The accepted answer is C. Activation function. Activation function is the fact required by What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity option C Option A Conv
Correct answer
C. Activation function
Explanation
Activation function is the fact required by What is the name for a mathematical function applied to a neural network node's output to introduce non-linearity option C Option A Convolutional Neural Network CNN does not match the stem it is a near-miss used to catch incomplete recall of Activation function Option B Feature machine learning does not match the stem it is a near-miss used to catch incomplete recall of Activation function Remaining alternatives Hyperparameter fall outside the same rule and should be eliminated once Activation function is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of this distinction is a regular item in FPSC PPSC NTS.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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